Cognitive multi-user OFDMA

ABSTRACT

A computing device operating according to a frequency division multiplexed protocol in which communication occurs over a signal formed from a plurality of sub-channels selected from anywhere in a frequency spectrum. A computing device may select sub-channels cognitively by using information about sub-channels previously deemed suitable or unsuitable by that computing device or other computing devices. A described technique for determining sub-channel suitability includes analyzing radio frequency energy in the sub-channel to detect signals generated by another computing device or high noise levels. Information may also be used to cognitively select sub-channels to be analyzed, such as by first selecting for analysis previously-used sub-channels.

RELATED APPLICATIONS

This Application is a Continuation of and claims benefit from U.S.patent application Ser. No. 14/645,335 that was filed Mar. 11, 2015, andthat is a Continuation of U.S. patent application Ser. No. 13/427,494(U.S. Pat. No. 9,065,687), filed in Mar. 22, 2012 (Issued Jun. 23,2015), and that is a Continuation of patent application Ser. No.11/637,449, (U.S. Pat. No. 8,144,793), that was filed on Dec. 12, 2006,(Issued Mar. 27, 2012) each of which is incorporated herein by referencein its entirety.

BACKGROUND OF THE INVENTION

Wireless connections between computing devices have become increasinglycommon as computing devices have become more mobile. As a result,wireless connections are now used in a variety of ways. For example,wireless communication allows computing devices to connect to hard-wirednetworks though access points so that devices brought within range ofthe access point can access network resources, such as servers andprinters. Wireless communication also allows computing devices toconnect to other computing devices on an ad hoc basis so that thedevices may exchange data without any fixed infrastructure.

To establish a wireless connection between two computing devices, aportion of a frequency spectrum is used to carry radio frequency signalsbetween the devices according to a wireless communication protocol. Manywireless communication protocols divide an available frequency spectruminto multiple channels such that multiple computing devices may transmitdata at the same time and minimize interference with each other.

Orthogonal Frequency Division Multiplexing (OFDM) is one communicationprotocol, used in both wireless and wired networks, in which a frequencyspectrum is divided into multiple channels. In OFDM, channels arefurther divided into usually equal sub-channels, each with a relativelynarrow bandwidth. By using sub-channels of narrow bandwidth,communications are less susceptible to detrimental multipath fading orother electromagnetic interference and the risk of narrow bandinterference between nearby devices communicating through wirelessconnections is reduced, which can lead to higher data rates or improvederror rate performance of data transmitted over a channel.

SUMMARY OF THE INVENTION

Wireless and wired communication between computing devices is improvedby using a set of selected sub-channels. The sub-channels may beselected from anywhere in a frequency spectrum usable by the computingdevices for communication.

Sub-channels may be selected based on measurements of thecharacteristics of those sub-channels. To improve the efficiency withwhich the sub-channels are selected, a cognitive process may be used. Acognitive process according to the invention may be applied in a mobilecomputing device to prolong the operating time available from a batteryor other limited power source.

A cognitive process may base the selection of sub-channels on currentmeasurement of sub-channel characteristics and previously obtainedinformation. Information used for cognitive processing may includeinformation about sub-channels previously selected to establish aconnection, whether by the same computing device or another computingdevice. Such information may also include information about sub-channelspreviously determined to be unsuitable for use in establishing achannel.

In one illustrative embodiment of the invention, a subset of suitablesub-channels is selected from a set of sub-channels, wherein the subsetis selected from anywhere in the set and the sub-channels are notrestricted to being contiguous. Sub-channel suitability may bedetermined by any suitable technique, including examining thesub-channel for signals generated by another computing device or forhigh levels of electromagnetic interference from other sources.Techniques are also employed for selection of sub-channels to beexamined, which may also be done in any suitable manner, includingmaintaining a list of previously-used sub-channels to be examined first,sequentially scanning through a list of sub-channels, and randomlyselecting sub-channels.

In a further illustrative embodiment, a method of operating a computingdevice for communication using a (FDM) Frequency Division Multiplexingprotocol is provided. The method comprises: selecting a first pluralityof selected sub-channels to carry a signal having a first bandwidth, thefirst plurality being selected from a second plurality of sub-channels,the second plurality collectively having a second bandwidth, the secondbandwidth greater than the first bandwidth; and communicating the signalusing the first plurality of selected sub-channels.

In another illustrative embodiment, a computer apparatus comprising atleast one computer readable medium encoded with instructions forexecution on a computer is provided. The instructions, when executed,perform a method comprising: determining a set of usable sub-channels ina first plurality of sub-channels; selecting a second plurality ofselected sub-channels, the selected sub-channels being selected from theset of usable sub-channels, the second plurality being less than thefirst plurality: and communicating the signal over the second pluralityof selected sub-channels.

In one illustrative embodiment, a method of communicating between afirst computing device and a second computing device is provided. Themethod comprises: with the first computing device, selecting a pluralityof selected sub-channels to carry a signal having a first bandwidth, theselected sub-channels being selected from a plurality of sub-channels,the plurality of sub-channels collectively having a second bandwidth,the second bandwidth greater than the first bandwidth: and transmittingat least one message over the plurality of selected sub-channels.

BRIEF DESCRIPTION OF THE DRAWINGS

In the drawings:

FIG. 1 is a diagram of an illustrative computer system environment inwhich embodiments of the invention may be implemented;

FIG. 2 is a block diagram of an exemplary client computer that may beused in accordance with embodiments of the invention;

FIG. 3 is a timeline of an exemplary process by which computing devicesselect sub-channels and communicate data over the sub-channels;

FIG. 4 is a flowchart of an illustrative process of selectingsub-channels for communication;

FIG. 5 is a flowchart of an illustrative process of selectingsub-channels to examine for suitability; and

FIG. 6 is a timeline of a randomized back-off process according to anembodiment of the invention that occurs when two computing devicestransmit data over the same sub-channel.

DETAILED DESCRIPTION

Applicants have appreciated that both wireless and wired communicationbetween computing devices may be improved by forming channels fromsub-channels of a frequency spectrum without regard to whether thesub-channels are contiguous or non-contiguous.

Conventional implementations of Orthogonal Frequency DivisionMultiplexing (OFDM) use only contiguous sub-channels within a givenrange of frequencies to carry a transmitted signal. If that signal issubject to electronic interference or there are many devices using thatsame range of frequencies to communicate, many of the sub-channelsintended to carry the signal may be unsuitable for communication.Because a computing device is restricted in which sub-channels can beused to carry a signal, the resulting signal may not supportcommunication at a desired data rate and the computing devices may haveto lower the data rate of transmissions over a channel when spectrumconditions are not ideal.

By selecting sub-channels from any portion of the spectrum available forcommunication between computing devices, contiguous or non-contiguous,to construct a signal for use by the computing device, transmission maybe achieved at higher data rates regardless of spectrum conditions.

Sub-channels may be efficiently selected using a cognitive process. Bylearning which sub-channels are suitable or unsuitable for use, the timeand processing cost of selection processes may be reduced. In someembodiments, the cognitive process is used within a mobile computingdevice operating from a battery or other limited power source. Reducingprocessing cost results in a decreased power drain, which prolongsoperating time of the device until the batteries must be replaced orrecharged. The user's experience may thus be improved by providingcommunication at faster data rates without an unacceptable power drain.

In view of the foregoing, one embodiment of the present invention isdirected to a cognitive process for choosing suitable sub-channels of anFDM protocol. Such a process may be implemented on any of numerouscomputer system configurations, which are not limited to any particulartype of configuration. FIG. 1 illustrates one example of a computersystem on which aspects of the invention can be implemented, althoughothers are possible.

The computer system of FIG. 1 includes communication network 100,wireless access points 102 and 104, wireless computing devices 106, 108,110, 112, 114, and 116, and wired computing devices 118 and 120.Communication network 100 can be any suitable communication medium ormedia for exchanging data between two or more computers (e.g., a serverand a client), including the Internet or an enterprise network. Thewireless computing devices can be any suitable computing devices withwireless communication capabilities. Several exemplary wirelesscomputing devices are shown, including laptops 108 and 112, personaldigital assistant 110, and smart phone 114. In addition, typicallystationary devices can be enabled for wireless communication, such asserver 106 and computer terminal 116. Each of these mobile andstationary devices is in a state of, or capable of being in a state of,wireless communication with a wireless access points 102 or 104, eachconnected to communication network 100. This wireless communicationallows the computing devices to exchange data with one another or,through communication network 100, with wired devices such as computerterminal 118 and server 120. As each wireless device transmits data toaccess point 102/104 or to another device, it may use one or moresub-channels of the available spectrum. Thus, the wireless devices maycompete with one another for access to “suitable” sub-channels. Thesuitability of a sub-channel may be determined based on whether it isbeing subjected to too much interference to permit effectivecommunication. This interference may comprise noise generated by anothercomputing device transmitting data or any other electric noise, such asmay be generated by any electronic device operating within range of theexemplary computing system shown in FIG. 1.

The embodiments of the invention described herein are not limited tobeing practiced with the exemplary system shown in FIG. 1, and can beemployed on systems employing any number of wireless access pointsand/or computing devices. In addition, while FIG. 1 shows the computingdevices in wireless communication with wireless access points 102 and104 in an infrastructure network, it should be appreciated thatembodiments of the invention may operate in ad hoc or other networks inwhich the computing devices communicate with one another directly andnot through an access point. Also, while FIG. 1 includes communicationnetwork 100 with wired devices 114 and 116, embodiments of the inventionmay not include a wired network.

In addition, it should be appreciated that the invention is not limitedto being performed in the exemplary wireless network shown in FIG. 1.Embodiments of the invention may be implemented in any suitablecommunication network—including wired networks—for exchanging databetween computing devices in which frequency division multiplexing isimplemented.

FIG. 2 schematically shows an illustrative computing device 200 that maybe used in accordance with one or more embodiments of the invention.Computing device 200 may be any of the computing devices shown above,such as devices 106, 108, 110, 112, 114, and 116, or wireless accesspoints 102 and 104. It should be appreciated that FIG. 2 is intended tobe neither a depiction of necessary components for a computing device tooperate with embodiments of the invention nor a comprehensive depiction.

Computing device 200 comprises a wireless interface, which may serve asa wireless network interface. In the embodiment illustrated, thewireless network interface may be implemented with radio hardware 202 tocommunicate wirelessly, such as with a wireless access point or withother devices. Device 200 also comprises a network adapter 204 tocommunicate over a computer network using other (possibly non-wireless)methods, a display adapter 206 to display information to a user of thedevice, and an input adapter 208 to receive commands from the user. Insome embodiments of the invention, computing device 200 may alsocomprise a battery 220.

Device 200 further comprises computer-readable media 212 for storingdata to be processed and/or instructions to be executed by a processor210. Processor 210 enables processing of data and execution ofinstructions. The data and the instructions may be stored on thecomputer-readable media 212 and, for example, may enable communicationbetween components of the computing device 200. The data andinstructions may comprise an operating system 216, which may in turncomprise control software 214. Control software 214 may comprisecomputer-executable instructions that control transmitting and receivingdata wirelessly using any suitable protocol including OFDM protocols.Computer-readable media 212 may further have stored thereoncomputer-executable instructions comprising applications 218 forexecution on computing device 200. Applications 218 may, for example, beused by a user of the computing device to use components of thecomputing device to carry out various functions and complete desiredoperations.

It should be appreciated that the invention is not limited to beingpracticed with the type of computing device illustrated in FIG. 2, andthat embodiments of the invention can be practiced with any suitablecomputing device. The radio hardware 202 and adapters 204, 206, and 208may be implemented as any suitable hardware, software, or combinationthereof, and may be implemented as a single unit or multiple units.Similarly, computer-readable media 212 may be implemented as any mediumor combination of media for storing data and instructions for access bya processing device.

In some embodiments of the invention, multiple computing devices such ascomputing device 200 may transmit data over a limited number ofsub-channels. Computing devices may, therefore, select sub-channels thatare suitable for communication. This selection may be done in anymanner, examples of which are discussed in further detail below. Once acomputing device has selected a sub-channel or sub-channels fortransmission, the device may “reserve” these sub-channels for its use intransmitting data, to prevent other computing devices from transmittingdata over the sub-channel and thereby interfering with communication. Insome embodiments, the sub-channels may be reserved for the computingdevice for a single, discrete data transfer, and thus the sub-channelselection and reservation process may be repeated every time a datatransfer is to be made. In alternative embodiments, the sub-channels maybe reserved by the computing device for multiple discrete data transferscomprising a communication session, and the sub-channel selection andreservation process repeated at the start of every session. In someembodiments, the selection process may also be executed during a datatransfer or during a communication session, for example, if a higherdata rate is desired and thus more sub-channels are needed or if one ormore sub-channels become unsuitable for communication during a datatransfer or session. It should be appreciated that the invention is notlimited to performing the selection process at a set time or under setconditions, as the selection and reservation of sub-channels may be donein any suitable manner at any suitable time in the communicationprocess.

Once the computing device is finished communicating data over thesub-channels, the selected sub-channels that had been previouslyreserved for communication by the device may be released by the deviceso that other devices may make use of them. This release may happen atthe end of a single data transfer, or at the end of a communicationsession. In some embodiments, this release may also be executed during adata transfer or communication session if the computing device desires alower data rate. A lower data rate may be desired, for example, if areceiving device indicates that the data is being transmitted at toohigh a data rate for the receiving device to process the dataappropriately.

FIG. 3 illustrates this process with an overview of an exemplarycommunication process with multiple computing devices on a timeline 300.Details of the process are discussed below, as FIG. 3 is intended merelyto be an overview presented for ease of explanation.

In act 302, an application on a device A requests a connection at adesired data rate. It is then determined that to transmit data at thedesired rate, two sub-channels are necessary, and the spectrum isexamined for two suitable sub-channels. In act 304, device A selects twosuitable sub-channels 1 and 2 from the spectrum and reserves them forits use. It may also, in some embodiments, store an indication thatthese two sub-channels were selected for use.

In act 308, an application on device B requests a connection at acertain data rate, and it is again determined that two sub-channels arenecessary to achieve this desired rate. While device A beginstransmitting data in act 306, device B is examining the spectrum andidentifies sub-channels 4 and 5 as suitable for communication. In act312 device B selects and reserves these sub-channels for communication.In some embodiments of the invention, device B may have received anotification message from device A indicating that sub-channels 1 and 2had been reserved by device A for communication, and in some embodimentsdevice B may have detected device A's transmission on those sub-channelsand identified them as unsuitable because they were being used. In act310, device A completes its transmission of data and releases thesub-channels, making them suitable for communication by any devices inthe network, and in act 314, device B begins transmitting data oversub-channels 4 and 5.

In act 316, an application on device A requests a connection beestablished at a certain data rate, and it is again determined thattransmission of data at that rate requires two sub-channels. Device Abegins examining the spectrum for suitable sub-channels, determines thatsub-channels 1 and 3 are suitable, and in act 318 selects and reservessub-channels 1 and 3. In some embodiments of the invention, device A mayhave examined sub-channels 1 and 2 prior to examining sub-channel 3because it had previously selected these sub-channels as suitable fortransmission. Device A may have determined during its examination thatsub-channel 2 was no longer suitable for transmission because ofinterference—from another computing device transmitting data over thesub-channel or from any other electronic noise—and therefore examinedand selected sub-channel 3. In alternative embodiments, sub-channels 1and 3 may have been randomly examined for suitability and subsequentlyselected. It should be appreciated that embodiments of the invention arenot limited to selecting sub-channels according to any specifictechnique or techniques, as sub-channel selection may be implemented inany suitable manner.

FIG. 4 illustrates one exemplary sub-channel selection processimplemented by a computing device to select sub-channels forcommunicating data wirelessly according to some embodiments of theinvention. The process of FIG. 4 could be implemented ascomputer-executable instructions stored on at least onecomputer-readable medium such as computer-readable media 212, or may beimplemented in any other suitable manner. It should also be appreciatedthat sub-channels may be selected for transmission in any suitablemanner, and that embodiments of the invention are not limited to beingperformed with the exemplary process shown in FIG. 4.

The process of FIG. 4 begins in act 400, wherein initialization acts areperformed. Initialization acts may include an application executing onthe computing device requesting a connection at a data rate beestablished between the computing device and another computing device, adetermination of various options for the connection being made, and/or adetermination of what data is to be transmitted to the other computingdevice being made. Once the initialization acts are performed, theprocess continues to act 402, wherein a determination is made of anumber of sub-channels based on a desired rate.

Sub-channels may be selected in any suitable way. For example, in theillustrative embodiment of FIG. 4, to select sub-channels the processexecutes a loop beginning in act 404. The loop comprises examiningsub-channels in a spectrum available for use by the device forcommunication to determine which sub-channels are suitable forcommunication. Both the ordering of sub-channels for examination and theexamination may be done in any suitable manner, examples of which arediscussed below.

The loop of the illustrative process of FIG. 4 has two possible endconditions. In the first possible end condition, the loop may examineall sub-channels in the spectrum before finding a desired number ofsub-channels, at which point the process continues to act 416. Ifprocessing reaches act 416, an error has occurred, which can be handledby the application requesting the connection or in any other suitableway. In some embodiments, processing at act 416 may include reporting tothe application a data rate that can be supported by suitablesub-channels and the process of FIG. 4 may be re-initialized by theapplication lowering the desired data rate to the highest rate allowedby the suitable sub-channels. In other embodiments processing to selectsub-channels may wait a predetermined or random period of time beforere-examining the spectrum for suitable sub-channels. Alternatively, inthe second possible end condition, processing in act 406 determines thata desired number of sub-channels has been selected, at which point theprocess continues to act 418. Act 418 and subsequent acts are discussedin greater detail below.

Until an end condition is met, the process of FIG. 4 loops through thesub-channels of the spectrum. In act 408, a chosen sub-channel isexamined to collect information to aid in the determination made at acts410 and 412. In act 410, the process determines whether the sub-channelis being used by another device for communication and, in act 412,determines whether the sub-channel is being subjected to too muchelectronic interference to permit effective communication. In theembodiment illustrated, a sub-channel is deemed unsuitable for use incommunicating a signal if the sub-channel is already in use by anotherdevice or is otherwise too noisy. If in either of the acts thesub-channel is determined to be unsuitable for communication, then theloop continues with the next sub-channel. If it is determined to besuitable for communication, however, then it is selected (in act 414)for transmission and the loop is continued with the next sub-channel.

It should be appreciated that information may be obtained at act 408 inany suitable manner. In the illustrated process, information is obtainedby monitoring energy in the sub-channel over a predetermined interval asone form of “listening” on the sub-channel. In some embodiments, thecomputing device will tune its hardware to the sub-channel beingexamined and use a receiver in the hardware to collect data on theenergy in that sub-channel for a predetermined period of time. Data maybe collected in any suitable form, including peak energy levels, averageenergy levels, median energy levels, etc. In this embodiment, listeningmay comprise detecting energy levels on the sub-channel to provide asinput to the acts of determination, or may comprise receiving (orattempting to receive) data from the sub-channel. In other embodiments,the computing device may sample the entire spectrum at least once, and,through performing examination steps such as a Fourier Transform on thesample, determine energy levels present in multiple sub-channels. Itshould be appreciated, however, that these techniques are merelyexemplary, and any suitable technique for examining a sub-channel orsub-channels may be used in accordance with embodiments of theinvention.

If a desired number of sub-channels is selected from the spectrum (thesecond end condition discussed above), then the process branches fromact 406 to act 418, where an indication of the selected sub-channels isstored on the computing device. The indication may be formatted as alist or as any other suitable data structure. The list (for example)could be stored in temporary storage on the computing device for use intransmission, or could be stored in long-term storage for use in futuretransmissions.

In act 420, the computing device transmits a notification messagecomprising the list of sub-channels to one or more other computingdevices. In some embodiments of the invention, this notification messagemay serve to reserve the selected sub-channels for use by the computingdevice until the sub-channels are later released by the computingdevice. The other computing devices may comprise another computingdevice acting as another end point of the connection that is to receivethe data to be transmitted by the computing device, or could compriseall other computing devices in range of the computing device. In someembodiments of the invention, the transmission of act 420 will be doneover a control frequency listened to by all devices using a specifiedprotocol. Beacon signals may be transmitted using this controlfrequency, and in some embodiments the transmission of act 420 will bedone as part of a beacon signal or other signal already in use. Itshould be appreciated, however, that embodiments of the invention maytransmit this information in any suitable manner.

Once the list is stored and transmitted, the data is transmitted in act422 over the connection using the selected sub-channels. Thesesub-channels, as discussed above, will not necessarily be contiguous,but will be any suitable sub-channels found by the process in any partof the spectrum, with a number of sub-channels being selected andtransmitted on to achieve transmission at a desired data rate. It shouldbe appreciated that the transmission over the sub-channels may be donein any suitable way and according to any suitable protocol, since theinvention is not limited to being performed with any particular networkimplementation. In act 424, the process terminates. In embodiments ofthe invention, act 424 may comprise transmitting a second notificationmessage to one or more other computing devices indicating that thecomputing device is no longer communicating over the selectedsub-channels. In this way, the sub-channels that may have been reservedby the computing device may be released and thus made suitable for useby other computing devices.

It should be appreciated that the process illustrated in the flowchartof FIG. 4 is merely exemplary, and other processes or sequences of actsare possible. For example, an alternative embodiment of the inventionmay perform the loop beginning in act 404 prior to a connection beingrequested by an application. In this embodiment, the spectrum may beexamined regularly by the computing device and indications of suitablesub-channels may be stored, such that when an application requests aconnection, the desired number of sub-channels may be quickly assignedand used based on previously-determined sub-channel suitability, ratherthan making a determination when a connection is requested.

Embodiments of the invention may also operate in a low power mode,wherein the eligibility of sub-channels for transmission is furtherrestricted to a subset of the full spectrum. Restricting the number ofsub-channels examined reduces the amount of power spent listening anddetermining, as well as the power spent configuring the computing deviceto transmit or receive at different frequencies (i.e., differentsub-channels). The low power mode may be entered in response to userinput or an operating state of the device such as operating on batterypower, or in any other suitable way.

In the example of FIG. 4, processing is performed on a device thatinitiates a connection. Instead or in addition, a device intended to bean endpoint of a connection being established by another computingdevice may perform a process to select sub-channels. The computingdevice may examine the spectrum and reserve a set of sub-channels for itto receive data over, then send an announcement to all devices in rangethat it is listening over the selected sub-channels. Thereafter, deviceswishing to transmit data to the computing device will transmit usingthose sub-channels. Endpoints of a connection could use the same ordifferent sub-channels.

Embodiments of the invention may also execute fewer acts than are shownin FIG. 4. For example, embodiments of the invention may not store thelist of selected sub-channels as done in act 418 or may not transmit thelist of selected sub-channels to other devices, as in act 420. In someembodiments of the invention, acts 410 and 412 may be combined into asingle act instead of separate acts.

It should be further appreciated that embodiments of the invention mayexecute more acts than are executed by the illustrative process of FIG.4. In some embodiments of the invention, in addition to storingindications of sub-channels selected for transmission, the process maystore more information such as a time or usage element. The time orusage element may comprise information regarding when a sub-channel maybe released by the computing device or may comprise information on theconditions under which the sub-channel was selected.

In some embodiments of the invention, a list of sub-channels found to beunsuitable for transmission may be maintained for future use inselecting sub-channels for use in establishing a connection. In thisway, sub-channels found to be unsuitable for communication may beavoided in the future. In an alternative embodiment of the invention,the list stored at act 418 may be updated at any point that asub-channel is determined to be unsuitable. For example, if asub-channel is in the list as being previously-selected, but isdetermined to be unsuitable, the sub-channel may be removed from thelist or otherwise downgraded in the list. Any suitable technique fordowngrading a sub-channel in the list may be used in accordance withembodiments of the invention, including moving the sub-channel lower inthe list or otherwise indicating it as less suitable than othersub-channels.

It should also be appreciated that the sub-channels can be chosen forexamination for suitability for communication in any suitable order. Insome embodiments of the invention, order may be determined randomly,while in other embodiments, sub-channels may be ordered sequentiallyfrom one end of the spectrum to the other and sub-channels may beexamined according to this order.

However, since some protocols use Frequency Division Multiplexing (FDM)across a very wide band of the spectrum, such as ultra wideband (UWB)communications or Worldwide Interoperability for Microwave Access(WiMAX), it may become costly in terms of time and processing todetermine which sub-channels of the spectrum are free.

Therefore, in some embodiments of the invention, the order in whichsub-channels are examined may be based on a cognitive process that makesuse of data previously determined. The data may be obtained from thesame computing device, other computing devices executing a similarprocess, or any other suitable source. In this embodiment, the cognitiveaspect of the process refers to the act of “learning” frompreviously-determined information to aid in making determinations moreeasily, quickly, and efficiently.

An exemplary cognitive ordering process is illustrated in FIG. 5. Acognitive process may be implemented as a separate process executedprior to a selection process such as the one illustrated in FIG. 4 topredetermine the order in which sub-channels are to be examined, or mayrun jointly with a selection process to determine a sub-channel toexamine next after a sub-channel has been examined, or may be executedat any suitable time and in any suitable manner.

In act 500, a list of previously-selected sub-channels (such as the onestored in act 418 of FIG. 4) is retrieved from storage on the computingdevice. This list of sub-channels may comprise sub-channels selected bythe most-recently-executed selection process or may comprise informationabout sub-channels aggregated from more than one previous selectionprocess. As an example of aggregated information, the list may beordered by an index comprising the number of times a sub-channel hasbeen determined to be suitable for communication, but it should beappreciated that embodiments of the invention may store any informationcompiled from any number of selection processes.

In act 502 the ordering process begins examining sub-channels in thelist. The process may examine the sub-channels in the list sequentially,or may examine them based on an index such as the one described above.Once a sub-channel is selected from the list in act 504, it is checkedin act 508 against any list of sub-channels indicated as currentlyselected by another computing device. The checking of act 508 may beenabled by an exchange of notification messages between computingdevices in a network, where the notification messages comprise sets ofsub-channels selected for communication. These sets of sub-channels maybe exchanged in any suitable manner, including processes discussed abovein conjunction with act 420 of FIG. 4.

If it is not indicated as selected by another computing device, then inact 510 the sub-channel is marked as examined and examined as discussedabove in conjunction with FIG. 3 or in any other suitable manner. If,however, the sub-channel was indicated as selected by another device,then another sub-channel in the list may be selected in act 504 if it isdetermined in act 502 that more unexamined sub-channels exist in thelist. The list may also be updated, with sub-channels that are beingused by another device being removed from the list or otherwisedowngraded.

If, in the process of examining, all the sub-channels in the list havebeen marked as examined in act 510 and a desired number of sub-channelshas not yet been selected, then the process may examine in act 506sub-channels not in the list. The order in which these sub-channels isexamined may be done in any suitable manner, including a random orderingor a sequential ordering from the sub-channel with the lowest frequencyto the sub-channel with the highest frequency. Sub-channels that havenot yet been marked as examined by act 510 may be examined as discussedabove in conjunction with FIG. 4, or in any other suitable manner, todetermine if they are suitable for communication.

It should be appreciated that FIG. 5 is merely an illustrative process,and that embodiments of the invention are not limited to executing theprocess outlined in the figure. Embodiments of the invention may executedifferent, more, or less acts than are shown in FIG. 5. For example,some embodiments of the invention may also implement an act ofretrieving a list of sub-channels previously determined to be unsuitablefor communication. This list may be used, for example, in choosing forexamination sub-channels not in a list of previously-selectedsub-channels.

In some alternative embodiments, act 508 of FIG. 5 may not involvecomparing a sub-channel against a list of sub-channels received fromanother computing device. For example, such a comparison may not be madein embodiments in which computing devices do not reserve sub-channels byexchanging lists of selected sub-channels as illustrated by act 420 ofFIG. 4. In these embodiments, processes may be implemented to handleconflicts when a computing device selects for transmission a sub-channelthat has already been selected for transmission by another computingdevice.

FIG. 6 shows an exemplary process for resolving conflicts that arisewhen two computing devices select the same sub-channel for transmissionin terms of a timeline 618. In act 600, computing device A selectsexemplary sub-channel 1 for transmission, according to any suitablemethod for selection, including techniques described above. In act 602,computing device B does not detect that device A has selectedsub-channel 1 and also selects it for transmission. For example,computing device B may not detect device A because it performed itsdetection on sub-channel 1 during a time that device A was nottransmitting. However, the reason why device B did not detect device Ais not critical to the invention.

In act 604, device A detects interference on sub-channel 1, which, inthe scenario illustrated, is caused by both devices trying to transmiton the sub-channel at the same time. In response, device A enters awaiting period wherein it does not transmit on that sub-channel for arandom period of time. In act 606, device B also detects theinterference and waits a random period of time. These random time valuescan be in any suitable range. In some embodiments of the invention, thewait times may be on the order of milliseconds, while other embodimentsof the invention may implement wait times on the order of seconds. Itshould be appreciated, however, that the invention is not limited toimplementing any specific range of time values for this random waittime.

Since these times are selected randomly, the waiting times will differand the device with the shorter wait time will try to use thesub-channel again first. Because device B has the shorter waitingperiod, it is the first to check the sub-channel for interference in act608, and in act 610 determines that the sub-channel is clear fortransmission, at which point it begins transmitting its data again. Inact 612, device A exits its waiting period and checks sub-channel 1 forinterference, determining in act 614, that sub-channel 1 is being usedby device B and is therefore unsuitable for transmission. Device A thenproceeds to act 616, wherein it selects new sub-channels forcommunication. Such a selection can be done in any suitable manner,including the techniques discussed above.

It should be appreciated that the process illustrated in FIG. 6 ismerely exemplary, and that embodiments of the invention are not limitedto implementing such a process for resolving conflicts. Embodiments mayimplement more acts, such as storing a record of the interference inlists of previously-selected or previously-unsuitable sub-channels. Itshould further be appreciated that FIG. 6 illustrates a conflict betweentwo devices for ease of explanation, but such a conflict may arisebetween any two or more computing devices.

The above-described embodiments of the present invention can beimplemented in any of numerous ways. For example, the embodiments may beimplemented using hardware, software, or a combination thereof. Whenimplemented in software, the software code can be executed on anysuitable processor or collection of processors, whether provided in asingle computer or distributed among multiple computers.

Further, it should be appreciated that a computer or terminal may beembodied in any of a number of forms, such as a rack-mounted computer, adesktop computer, a laptop computer, or a tablet computer. Additionally,a computer or terminal may be embedded in a device not generallyregarded as a computer but with suitable processing capabilities,including a Personal Digital Assistant (PDA), a smart phone, or anyother suitable portable or fixed electronic device.

Also, a computer may have one or more input and output devices. Thesedevices can be used, among other things, to present a user interface.Examples of output devices that can be used to provide a user interfaceinclude printers or display screens for visual presentation of outputand speakers or other sound generating devices for audible presentationof output. Examples of input devices that can be used for a userinterface including keyboards, and pointing devices, such as mice, touchpads, and digitizing tables. As another example, a computer may receiveinput information through speech recognition or in other audibleformats.

Such computers may be interconnected by one or more networks in anysuitable form, including as a local area network or a wide area network,such as an enterprise network or the Internet. Such networks may bebased on any suitable technology and may operate according to anysuitable protocol and may include wireless networks, wired networks, orfiber optic networks.

Also, the various methods or processes outlined herein may be coded assoftware that is executable on one or more processors that employ anyone of a variety of operating systems or platforms. Additionally, suchsoftware may be written using any of a number of suitable programminglanguages and/or conventional programming or scripting tools, and alsomay be compiled as executable machine language code or intermediate codethat is executed on a framework or virtual machine.

In this respect, the invention may be embodied as a computer-readablemedium (or multiple computer-readable media) (e.g., a computer memory,one or more floppy discs, compact discs, optical discs, magnetic tapes,flash memories, circuit configurations in Field Programmable Gate Arraysor other semiconductor devices, etc.) encoded with one or more programsthat, when executed on one or more computers or other processors,perform methods that implement the various embodiments of the inventiondiscussed above. The computer readable medium or media can betransportable, such that the program or programs stored thereon can beloaded onto one or more different computers or other processors toimplement various aspects of the present invention as discussed above.

The terms “program” or “software” are used herein in a generic sense torefer to any type of computer code or set of computer-executableinstructions that can be employed to program a computer or otherprocessor to implement various aspects of the present invention asdiscussed above. Additionally, it should be appreciated that accordingto one aspect of this embodiment, one or more computer programs thatwhen executed perform methods of the present invention need not resideon a single computer or processor, but may be distributed in a modularfashion amongst a number of different computers or processors toimplement various aspects of the present invention.

Computer-executable instructions may be in many forms, such as programmodules, executed by one or more computers or other devices. Generally,program modules include routines, programs, objects, components, datastructures, etc. that perform particular tasks or implement particularabstract data types. Typically the functionality of the program modulesmay be combined or distributed as desired in various embodiments.

Various aspects of the present invention may be used alone, incombination, or in a variety of arrangements not specifically discussedin the embodiments described in the foregoing and is therefore notlimited in its application to the details and arrangement of componentsset forth in the foregoing description or illustrated in the drawings.For example, aspects described in one embodiment may be combined in anymanner with aspects described in other embodiments.

Use of ordinal terms such as “first,” “second,” “third,” etc., in theclaims to modify a claim element does not by itself connote anypriority, precedence, or order of one claim element over another or thetemporal order in which acts of a method are performed, but are usedmerely as labels to distinguish one claim element having a certain namefrom another element having a same name (but for use of the ordinalterm) to distinguish the claim elements.

Also, the phraseology and terminology used herein is for the purpose ofdescription and should not be regarded as limiting. The use of“including,” “comprising,” or “having,” “containing,” “involving,” andvariations thereof herein, is meant to encompass the items listedthereafter and equivalents thereof as well as additional items.

Having described several aspects of at least one embodiment of thisinvention, it is to be appreciated that various alterations,modifications, and improvements will readily occur to those skilled inthe art. Such alterations, modifications, and improvements are intendedto be part of this disclosure, and are intended to be within the spiritand scope of the invention. Accordingly, the foregoing description anddrawings are by way of example only.

What is claimed is:
 1. A method performed on a computing device, themethod comprising: selecting, by the computing device based on anindication that a first set of one or more sub-channels in a radiospectrum is associated with a second device, a second set of one or moresub-channels in the radio spectrum, where each sub-channel in theselected second set of one or more sub-channels is different than eachsub-channel in the first set of one or more sub-channels, and where thesecond device is separate from the computing device; and transmitting,by the computing device, data via the selected second set of one or moresub-channels.
 2. The method of claim 1 where the indication that thefirst set of one or more sub-channels is associated with the seconddevice is based on detecting, by the computing device, that the firstset of one or more sub-channels is being used by the second device. 3.The method of claim 1 where the indication that the first set of one ormore sub-channels is associated with the second device is based ondiscovering, by the computing device, that the first set of one or moresub-channels has been reserved by the second device.
 4. The method ofclaim 3 where the discovering is based on a message received by thecomputing device from the second device.
 5. The method of claim 1further comprising reserving, by the computing device, the selectedsecond set of one or more sub-channels.
 6. The method of claim 1 furthercomprising releasing, by the computing device upon completion of thetransmitting the data, the reserved second set of one or moresub-channels.
 7. The method of claim 1 further comprising examining, bythe computing, the spectrum so as to identify sub-channels suitable forthe transmitting the data, where the indication is based at least inpart on the examining the spectrum.
 8. A computing device comprising; atleast one processor; memory coupled to the at least one processor andcomprising computer-executable instructions via which, based onexecution by the at least one processor, the computing device isconfigured for selecting, based on an indication that a first set of oneor more sub-channels in a radio spectrum is associated with a seconddevice, a second set of one or more sub-channels in the radio spectrum,where each sub-channel in the selected second set of one or moresub-channels is different than each sub-channel in the first set of oneor more sub-channels, and where the second device is separate from thecomputing device; and radio hardware via which the computing device isconfigured for transmitting data via the selected second set of one ormore sub-channels.
 9. The computing device of claim 8 where theindication that the first set of one or more sub-channels is associatedwith the second device is based on detecting, by the computing device,that the first set of one or more sub-channels is being used by thesecond device.
 10. The computing device of claim 8 where the indicationthat the first set of one or more sub-channels is associated with thesecond device is based on discovering, by the computing device, that thefirst set of one or more sub-channels has been reserved by the seconddevice.
 11. The computing device of claim 10 where the discovering isbased on a message received by the computing device from the seconddevice.
 12. The computing device of claim 8 further configured forreserving the selected second set of one or more sub-channels.
 13. Thecomputing device of claim 8 further configured for releasing, uponcompletion of the transmitting the data, the reserved second set of oneor more sub-channels.
 14. The computing device of claim 8 furtherconfigured for examining the spectrum so as to identify sub-channelssuitable for the transmitting the data, where the indication is based atleast in part on the examining the spectrum.
 15. At least onecomputer-readable medium comprising: a hardware computer memory thatcomprises computer-executable instructions that, based on execution byat least one processor of a computing device, configure the computingdevice to perform actions comprising: selecting, by the computing devicebased on an indication that a first set of one or more sub-channels in aradio spectrum is associated with a second device, a second set of oneor more sub-channels in the radio spectrum, where each sub-channel inthe selected second set of one or more sub-channels is different thaneach sub-channel in the first set of one or more sub-channels, and wherethe second device is separate from the computing device; andtransmitting, by the computing device, data via the selected second setof one or more sub-channels.
 16. The at least one computer-readablemedium of claim 15: where the indication that the first set of one ormore sub-channels is associated with the second device is based ondetecting, by the computing device, that the first set of one or moresub-channels is being used by the second device; or where the indicationthat the first set of one or more sub-channels is associated with thesecond device is based on discovering, by the computing device, that thefirst set of one or more sub-channels has been reserved by the seconddevice.
 17. The at least one computer-readable medium of claim 16 wherethe discovering is based on a message received by the computing devicefrom the second device.
 18. The at least one computer-readable medium ofclaim 15, the actions further comprising reserving, by the computingdevice, the selected second set of one or more sub-channels.
 19. The atleast one computer-readable medium of claim 15, the actions furthercomprising releasing, by the computing device upon completion of thetransmitting the data, the reserved second set of one or moresub-channels.
 20. The at least one computer-readable medium of claim 15,the actions further comprising examining, by the computing, the spectrumso as to identify sub-channels suitable for the transmitting the data,where the indication is based at least in part on the examining thespectrum.